On Semi-supervised Estimation of Discrete Distributions under f-divergences

Hasan Sabri Melihcan Erol, Lizhong Zheng

We study the problem of estimating the joint probability mass function (pmf) over two random variables. In particular, the estimation is based on the observation of $m$ samples con…